Robert Chandler

This talk addresses the common challenges of unreliability, slowness, and cost associated with current AI agents that interact with external tools. The core thesis is that instead of creating simple, low-level wrappers around APIs, tools should be imbued with more agency, becoming specialized agents themselves. This approach blurs the line between tools and agents, enabling agents to offload complex tasks to more capable, specialized entities for improved performance and reliability.